Patents by Inventor David Lineberger

David Lineberger has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System and method for automatic summarization of content
    Patent number: 11003703
    Abstract: Embodiments disclose a method for automatic summarization of content. The method includes accessing a plurality of stories from a plurality of data sources for a predefined time. Each story is associated with a media item. The method includes plotting the plurality of stories over the predefined time for determining one or more peaks and extracting a set of stories from the one or more peaks. The method includes detecting one or more themes from the set of stories using LDA algorithm. Each theme is associated with a group of stories. The method further includes determining at least one subset of stories for each theme from the group of stories representing the set of stories in the one or more peaks using RBM algorithm. The method includes generating a summarized content for each user based on an associated user profile and the at least one subset of stories.
    Type: Grant
    Filed: December 28, 2018
    Date of Patent: May 11, 2021
    Assignee: ZIGNAL LABS, INC.
    Inventors: Adam Beaugh, Andras Benke, Jay Buckingham, Jonathan R. Dodson, Jeffrey Fenchel, Loretta Jimenez, Michael Kramer, David Lineberger, Antonio Maldonado, Felix Medina Wong, Alex Smith, Fabien Vives